Publications

June 2002
Background Note

Complexity Theory and Negotiation

By: Michael A. Wheeler and Gillian Morris

This case highlights an application of current thoughts in complexity science to negotiation theory. It emphasizes a provocative approach that questions much of traditional negotiation research thus far. The case explains the roots of complexity science and some broad... View Details

Keywords: Complexity; Negotiation Tactics; Outcome or Result; Interpersonal Communication

Article

Private and Civil Society Governors of Mercury Pollution from Artisanal and Small-scale Gold Mining: A Network Analytic Approach

By: Kristin Sippl

Artisanal and small-scale gold mining (ASGM) is both a subsistence livelihood for millions of people and the leading source of mercury pollution globally. The United Nation’s 2013 Minamata Convention on Mercury aims to address this challenge, but such public regulatory... View Details

Keywords: Artisanal And Small-scale Mining (ASM); Private Governance; Gold; Mercury; Mining; Governance; Networks; Pollutants; Research

Read Now

07 Sep 2021
News

Harvard Business School Study Says Software Overlooks Millions Of Qualified Job Candidates: Here’s How To Fight Back Against The Bots

30 Jul 2014
News

Were OkCupid’s and Facebook’s Experiments Unethical?

November 2016 (Revised November 2016)
Case

Radial Analytics Probes Post-Acute Care

By: Richard G. Hamermesh and Olivia Hull

Thaddeus Fulford-Jones and Eric Weiss, founders of healthcare technology startup Radial Analytics, have been busy developing a software program designed to save hospitals money and improve patient outcomes by producing customized care plans for patients leaving the... View Details

Keywords: Electronic Medical Records; Electronic Health Records; Data Science; Entrepreneurship; Health Care and Treatment; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Technology Industry; Technology Industry; Cambridge; Massachusetts

01 Sep 2007
News

Stem Cell Man

Last year, Brock Reeve (MBA ’88) was named executive director of the Harvard Stem Cell Institute to bring his managerial and diplomatic skills to bear on achieving organizational cohesion and help speed... View Details

Keywords: biology; stem cell science; Management, Scientific, and Technical Consulting Services; Management, Scientific, and Technical Consulting Services

01 Oct 2018
Working Paper Summaries

Negative Shocks and Innovation: Evidence from Medical Device Recalls

Keywords: by George P. Ball, Jeffrey T. Macher, and Ariel Dora Stern; Health; Medical Devices & Supplies

Research Summary

Strategic and Competitive Dynamics

Professor Coughlan's research in the area of Strategic and Competitive Dynamics applies game theory, industrial organization economics, and laboratory experiments to the investigation of competitive interactions between firms and strategic responses to technological... View Details

June 2012
Article

A Reexamination of Tunneling and Business Groups: New Data and New Methods

By: Jordan I. Siegel and Prithwiraj Choudhury

One of the most rigorous methodologies in the corporate governance literature uses firms' reactions to industry shocks to characterize the quality of governance. This methodology can produce the wrong answer unless one considers the ways firms compete. Because... View Details

Keywords: Corporate Governance; Mergers And Acquisitions; Business Economics; Firm Organization; Firm Performance; Groups and Teams; Analytics and Data Science

Find at Harvard

2024
Working Paper

Advancing Personalization: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer

Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details

Keywords: Personalization; Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; AI and Machine Learning

SSRN

23 Mar 2020
Working Paper Summaries

The Effects of Hierarchy on Learning and Performance in Business Experimentation

Keywords: by Sourobh Ghosh, Stefan H. Thomke, and Hazjier Pourkhalkhali

07 Apr 2021
News

Technology, Engineering, and Business Intersect at 2nd Annual SEAS/HBS Showcase

Web

Working with City Leadership to Leverage Technology | Social Enterprise | Harvard Business School

attract top talent.” Leadership Fellows enabled access to a variety of qualified candidates, among whom Henry stood out. “He was absolutely my number one choice: he combined an amazing tech background with public sector experience.” Leading the way to innovation View Details

March 2022 (Revised January 2025)
Technical Note

Exploratory Data Analysis

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton

This module note provides an overview of exploratory data analysis for an introduction to data science course. It begins by defining the term "data", and then describes the different types of data that companies work with (structured v. unstructured, categorical v.... View Details

Keywords: Data Analysis; Data Science; Statistics; Data Visualization; Exploratory Data Analysis; Analytics and Data Science; Analysis

2005
Chapter

Social Pressures in Siting Conflicts: A Case Study of Siting a Radioactive Waste Repository in Pennsylvania

By: Felix Oberholzer-Gee and Howard Kunreuther

Keywords: Wastes and Waste Processing; Civil Society or Community; Social Issues; Conflict and Resolution; Local Range

August 2018 (Revised September 2018)
Supplement

LendingClub (B): Decision Trees & Random Forests

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
... View Details

Keywords: Data Science; Data Analytics; Decision Trees; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction

25 Jul 2023
Research & Ideas

Could a Business Model Help Big Pharma Save Lives and Profit?

cost, worthwhile profits can be made, while bringing enormous health and happiness to large populations.” The approach turns traditional marketing on its head This model encourages manufacturers to offer their often-contested patented... View Details

Keywords: by Esther Schrader; Pharmaceutical; Health

February 2021
Case

Digital Manufacturing at Amgen

By: Shane Greenstein, Kyle R. Myers and Sarah Mehta

This case discusses efforts made by biotechnology (biotech) company Amgen to introduce digital technologies into its manufacturing processes. Doing so is complicated by the fact that the process for manufacturing biologics—or therapeutics made from living cells—is... View Details

2024
Working Paper

Empirical Guidance: Data Processing and Analysis with Applications in Stata, R, and Python

By: Melissa Ouellet and Michael W. Toffel

This paper describes a range of best practices to compile and analyze datasets, and includes some examples in Stata, R, and Python. It is meant to serve as a reference for those getting started in econometrics, and especially those seeking to conduct data analyses in... View Details

Keywords: Empirical Methods; Empirical Operations; Statistical Methods And Machine Learning; Statistical Interferences; Research Analysts; Analytics and Data Science; Mathematical Methods